Research

Original studies from our test bench, such as how memory bandwidth sets local AI speed across 23 chips, with the raw data to download.

Memory bandwidth predicts local AI speed: 23 chips, one model The same 7B model on 23 processors and graphics chips, from our tests and published results: writing speed tracks memory bandwidth. The rule of thumb and data. updated Sep 26, 2026, tested by us